ผลต่างระหว่างรุ่นของ "Probstat"

จาก Theory Wiki
ไปยังการนำทาง ไปยังการค้นหา
แถว 25: แถว 25:
 
** Axioms of probability: [http://www.youtube.com/watch?v=mtBYshFG-2w youtube]
 
** Axioms of probability: [http://www.youtube.com/watch?v=mtBYshFG-2w youtube]
 
** Conditional probability: [http://www.youtube.com/watch?v=XRy2yTpN4ZA part3]
 
** Conditional probability: [http://www.youtube.com/watch?v=XRy2yTpN4ZA part3]
 +
 +
* '''Week3'''
 
** Independent events: [http://youtu.be/ilVF_3W8u4E youtube]
 
** Independent events: [http://youtu.be/ilVF_3W8u4E youtube]
** [[Probstat/week2 practice 2|Week2 Practice 2]]
+
** [[Probstat/week3 practice 1|Week3 Practice 1]]
  
 
== Topics ==
 
== Topics ==

รุ่นแก้ไขเมื่อ 14:17, 29 สิงหาคม 2557

This is a course web page for the course Probability and Statistics for Computer and Software Engineers.

Materials

Many of the exercises are taken from various sources, listed here: FCP = Ross, A First Course in Probability, Macmillan, 1984,

Topics

  • Course introduction
  • Probability theory
    • Introduction to various concepts in probability theory
    • Elements of probability: axioms of probability, conditional probability, independence, Bayes' formula
    • Discrete random variables and expectations: random variables, expected values, variances, jointly distributed random variables
    • Tail bounds and analysis of randomized algorithms
    • Continuous random variables
  • Statistics
    • Sampling
    • Parameter estimation
    • Hypothesis testing
    • Regression
    • Analysis of Variance

Administrative information

  • Score breakdown: in-class activities 19%, projects 27%, midterm exam 27%, final exam 27%